Pandas Profiling Report

Dataset statistics

Number of variables	32
Number of observations	150
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	126.7 KiB
Average record size in memory	864.8 B

Variable types

NUM	16
CAT	15
BOOL	1

Reproduction

Analysis started	2022-05-05 18:59:49.857236
Analysis finished	2022-05-05 19:00:37.175140
Duration	47.32 seconds
Version	pandas-profiling v2.7.1
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

`Gender_father` has constant value "1"	Constant
`Gender_mother` has constant value "2"	Constant
`FVC_middle_child` has a high cardinality: 67 distinct values	High cardinality
`FEV1_middle_child` has a high cardinality: 67 distinct values	High cardinality
`AREA_CODE` is highly correlated with `ID`	High correlation
`ID` is highly correlated with `AREA_CODE`	High correlation
`FEV1_father` is highly correlated with `FVC_father`	High correlation
`FVC_father` is highly correlated with `FEV1_father`	High correlation
`Age_mother` is highly correlated with `Age_father`	High correlation
`Age_father` is highly correlated with `Age_mother`	High correlation
`Height_oldest_child` is highly correlated with `Age_oldest_child` and 3 other fields	High correlation
`Age_oldest_child` is highly correlated with `Height_oldest_child`	High correlation
`Weight_oldest_child` is highly correlated with `Height_oldest_child`	High correlation
`FVC_oldest_child` is highly correlated with `Height_oldest_child` and 1 other fields	High correlation
`FEV1_oldest_child` is highly correlated with `Height_oldest_child` and 1 other fields	High correlation
`Weight_youngest_child` is highly correlated with `Age_youngest_child` and 3 other fields	High correlation
`Age_youngest_child` is highly correlated with `Weight_youngest_child` and 1 other fields	High correlation
`Height_youngest_child` is highly correlated with `Weight_youngest_child` and 2 other fields	High correlation
`FVC_youngest_child` is highly correlated with `Sex_youngest_child` and 3 other fields	High correlation
`Sex_youngest_child` is highly correlated with `FVC_youngest_child` and 1 other fields	High correlation
`FEV1_youngest_child` is highly correlated with `Sex_youngest_child` and 4 other fields	High correlation
`ID` is uniformly distributed	Uniform
`Sex_oldest_child` is uniformly distributed	Uniform
`ID` has unique values	Unique

ID
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct count	150
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	75.5
Minimum	1
Maximum	150
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	1
5-th percentile	8.45
Q1	38.25
median	75.5
Q3	112.75
95-th percentile	142.55
Maximum	150
Range	149
Interquartile range (IQR)	74.5

Descriptive statistics

Standard deviation	43.44536799
Coefficient of variation (CV)	0.5754353376
Kurtosis	-1.2
Mean	75.5
Median Absolute Deviation (MAD)	37.5
Skewness	0
Sum	11325
Variance	1887.5

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	1	0.7%
95	1	0.7%
97	1	0.7%
98	1	0.7%
99	1	0.7%
100	1	0.7%
101	1	0.7%
102	1	0.7%
103	1	0.7%
104	1	0.7%
Other values (140)	140	93.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.7%
2	1	0.7%
3	1	0.7%
4	1	0.7%
5	1	0.7%

Value	Count	Frequency (%)
150	1	0.7%
149	1	0.7%
148	1	0.7%
147	1	0.7%
146	1	0.7%

AREA_CODE
Categorical

HIGH CORRELATION

Distinct count	4
Unique (%)	2.7%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

4	58
2	49
1	24
3	19

Value	Count	Frequency (%)
4	58	38.7%
2	49	32.7%
1	24	16.0%
3	19	12.7%

Length

Max length	1
Mean length	1
Min length	1

Value	Count	Frequency (%)
Decimal_Number	4	100.0%

Value	Count	Frequency (%)
Common	4	100.0%

Value	Count	Frequency (%)
ASCII	4	100.0%

Gender_father
Boolean

CONSTANT
REJECTED

Distinct count	1
Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

1	150

Frequency Table

Value	Count	Frequency (%)
1	150	100.0%

Age_father
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	29
Unique (%)	19.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	40.13333333333333
Minimum	26
Maximum	59
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	26
5-th percentile	30
Q1	35
median	40
Q3	44.75
95-th percentile	52.55
Maximum	59
Range	33
Interquartile range (IQR)	9.75

Descriptive statistics

Standard deviation	6.889995341
Coefficient of variation (CV)	0.1716776248
Kurtosis	-0.4385605078
Mean	40.13333333
Median Absolute Deviation (MAD)	5
Skewness	0.29431599
Sum	6020
Variance	47.47203579

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
40	12	8.0%
33	9	6.0%
44	9	6.0%
36	8	5.3%
37	8	5.3%
39	8	5.3%
42	8	5.3%
43	7	4.7%
46	7	4.7%
34	7	4.7%
Other values (19)	67	44.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26	2	1.3%
28	3	2.0%
29	1	0.7%
30	5	3.3%
31	3	2.0%

Value	Count	Frequency (%)
59	1	0.7%
54	4	2.7%
53	3	2.0%
52	4	2.7%
51	3	2.0%

Height_father_inch
Real number (ℝ_≥0)

Distinct count	15
Unique (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	69.26
Minimum	61
Maximum	76
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	61
5-th percentile	65
Q1	67.25
median	69
Q3	71
95-th percentile	74
Maximum	76
Range	15
Interquartile range (IQR)	3.75

Descriptive statistics

Standard deviation	2.779189201
Coefficient of variation (CV)	0.04012690155
Kurtosis	0.1487147442
Mean	69.26
Median Absolute Deviation (MAD)	2
Skewness	-0.1873708821
Sum	10389
Variance	7.723892617

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
69	23	15.3%
68	20	13.3%
70	20	13.3%
71	18	12.0%
66	14	9.3%
67	14	9.3%
72	11	7.3%
73	10	6.7%
74	7	4.7%
64	4	2.7%
Other values (5)	9	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
61	2	1.3%
63	1	0.7%
64	4	2.7%
65	3	2.0%
66	14	9.3%

Value	Count	Frequency (%)
76	1	0.7%
75	2	1.3%
74	7	4.7%
73	10	6.7%
72	11	7.3%

Weight_father_lb
Real number (ℝ_≥0)

Distinct count	75
Unique (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	182.08666666666667
Minimum	121
Maximum	245
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	121
5-th percentile	145
Q1	166
median	180
Q3	198
95-th percentile	222.55
Maximum	245
Range	124
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	23.95407706
Coefficient of variation (CV)	0.1315531636
Kurtosis	-0.2352150603
Mean	182.0866667
Median Absolute Deviation (MAD)	16
Skewness	0.07883330816
Sum	27313
Variance	573.7978076

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
198	6	4.0%
178	5	3.3%
180	4	2.7%
194	4	2.7%
191	4	2.7%
187	4	2.7%
176	4	2.7%
209	4	2.7%
172	4	2.7%
169	4	2.7%
Other values (65)	107	71.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
121	1	0.7%
129	1	0.7%
131	1	0.7%
132	1	0.7%
138	1	0.7%

Value	Count	Frequency (%)
245	1	0.7%
235	1	0.7%
234	1	0.7%
232	1	0.7%
228	1	0.7%

FVC_father
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	113
Unique (%)	75.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	495.23333333333335
Minimum	302
Maximum	666
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	302
5-th percentile	368.6
Q1	441
median	495.5
Q3	549.75
95-th percentile	631.7
Maximum	666
Range	364
Interquartile range (IQR)	108.75

Descriptive statistics

Standard deviation	79.36699369
Coefficient of variation (CV)	0.1602618167
Kurtosis	-0.5196151593
Mean	495.2333333
Median Absolute Deviation (MAD)	54.5
Skewness	0.05547744947
Sum	74285
Variance	6299.119687

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
512	3	2.0%
391	3	2.0%
462	3	2.0%
452	3	2.0%
441	3	2.0%
509	3	2.0%
473	3	2.0%
409	2	1.3%
407	2	1.3%
513	2	1.3%
Other values (103)	123	82.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
302	1	0.7%
319	1	0.7%
340	1	0.7%
345	1	0.7%
351	1	0.7%

Value	Count	Frequency (%)
666	1	0.7%
657	1	0.7%
652	1	0.7%
651	1	0.7%
650	1	0.7%

FEV1_father
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	115
Unique (%)	76.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	409.32666666666665
Minimum	250
Maximum	585
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	250
5-th percentile	305.45
Q1	366.75
median	409
Q3	451
95-th percentile	501
Maximum	585
Range	335
Interquartile range (IQR)	84.25

Descriptive statistics

Standard deviation	65.07522716
Coefficient of variation (CV)	0.1589811573
Kurtosis	-0.1772712914
Mean	409.3266667
Median Absolute Deviation (MAD)	42
Skewness	0.0155962472
Sum	61399
Variance	4234.78519

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
329	3	2.0%
451	3	2.0%
399	3	2.0%
385	3	2.0%
409	3	2.0%
450	3	2.0%
398	3	2.0%
372	2	1.3%
374	2	1.3%
445	2	1.3%
Other values (105)	123	82.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
250	1	0.7%
251	1	0.7%
280	1	0.7%
285	1	0.7%
290	1	0.7%

Value	Count	Frequency (%)
585	1	0.7%
560	1	0.7%
558	1	0.7%
545	1	0.7%
537	1	0.7%

Gender_mother
Categorical

CONSTANT
REJECTED

Distinct count	1
Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

2	150

Value	Count	Frequency (%)
2	150	100.0%

Length

Max length	1
Mean length	1
Min length	1

Value	Count	Frequency (%)
Decimal_Number	1	100.0%

Value	Count	Frequency (%)
Common	1	100.0%

Value	Count	Frequency (%)
ASCII	1	100.0%

Age_mother
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	28
Unique (%)	18.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	37.56
Minimum	26
Maximum	56
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	26
5-th percentile	28.45
Q1	32
median	36.5
Q3	42
95-th percentile	49.55
Maximum	56
Range	30
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.714184124
Coefficient of variation (CV)	0.1787588958
Kurtosis	-0.2379106482
Mean	37.56
Median Absolute Deviation (MAD)	4.5
Skewness	0.5514718035
Sum	5634
Variance	45.08026846

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
36	12	8.0%
32	11	7.3%
40	9	6.0%
30	9	6.0%
35	9	6.0%
42	8	5.3%
38	8	5.3%
34	7	4.7%
37	7	4.7%
31	7	4.7%
Other values (18)	63	42.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26	2	1.3%
27	4	2.7%
28	2	1.3%
29	6	4.0%
30	9	6.0%

Value	Count	Frequency (%)
56	2	1.3%
53	1	0.7%
52	3	2.0%
50	2	1.3%
49	3	2.0%

Height_mother_inch
Real number (ℝ_≥0)

Distinct count	13
Unique (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	64.09333333333333
Minimum	57
Maximum	69
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	57
5-th percentile	60.45
Q1	62
median	64
Q3	66
95-th percentile	68
Maximum	69
Range	12
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.469536996
Coefficient of variation (CV)	0.03853032551
Kurtosis	-0.1182924775
Mean	64.09333333
Median Absolute Deviation (MAD)	2
Skewness	-0.2414292837
Sum	9614
Variance	6.098612975

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
62	26	17.3%
65	24	16.0%
64	20	13.3%
66	18	12.0%
63	16	10.7%
67	15	10.0%
61	11	7.3%
68	8	5.3%
69	4	2.7%
60	3	2.0%
Other values (3)	5	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
57	2	1.3%
58	1	0.7%
59	2	1.3%
60	3	2.0%
61	11	7.3%

Value	Count	Frequency (%)
69	4	2.7%
68	8	5.3%
67	15	10.0%
66	18	12.0%
65	24	16.0%

Weight_mother_lb
Real number (ℝ_≥0)

Distinct count	72
Unique (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	146.97333333333333
Minimum	90
Maximum	267
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	90
5-th percentile	110
Q1	128
median	140.5
Q3	159
95-th percentile	208.75
Maximum	267
Range	177
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	30.95568312
Coefficient of variation (CV)	0.2106210863
Kurtosis	2.615260843
Mean	146.9733333
Median Absolute Deviation (MAD)	15
Skewness	1.420392372
Sum	22046
Variance	958.2543177

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
145	6	4.0%
128	6	4.0%
124	6	4.0%
132	5	3.3%
140	5	3.3%
150	5	3.3%
138	5	3.3%
143	4	2.7%
108	4	2.7%
125	4	2.7%
Other values (62)	100	66.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
90	1	0.7%
93	1	0.7%
98	1	0.7%
108	4	2.7%
110	3	2.0%

Value	Count	Frequency (%)
267	1	0.7%
260	1	0.7%
241	1	0.7%
234	1	0.7%
231	1	0.7%

FVC_mother
Real number (ℝ_≥0)

Distinct count	110
Unique (%)	73.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	350.23333333333335
Minimum	206
Maximum	567
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	206
5-th percentile	248.15
Q1	306
median	349.5
Q3	396.25
95-th percentile	440.2
Maximum	567
Range	361
Interquartile range (IQR)	90.25

Descriptive statistics

Standard deviation	60.42727246
Coefficient of variation (CV)	0.172534327
Kurtosis	0.5595078234
Mean	350.2333333
Median Absolute Deviation (MAD)	44.5
Skewness	0.2800754733
Sum	52535
Variance	3651.455257

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
362	4	2.7%
357	4	2.7%
349	4	2.7%
301	3	2.0%
309	3	2.0%
333	3	2.0%
418	2	1.3%
407	2	1.3%
316	2	1.3%
319	2	1.3%
Other values (100)	121	80.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
206	1	0.7%
215	1	0.7%
232	1	0.7%
233	1	0.7%
242	1	0.7%

Value	Count	Frequency (%)
567	1	0.7%
508	1	0.7%
496	1	0.7%
492	1	0.7%
448	1	0.7%

FEV1_mother
Real number (ℝ_≥0)

Distinct count	104
Unique (%)	69.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	297.31333333333333
Minimum	175
Maximum	460
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	175
5-th percentile	216.35
Q1	263.25
median	299
Q3	328
95-th percentile	375
Maximum	460
Range	285
Interquartile range (IQR)	64.75

Descriptive statistics

Standard deviation	48.74135775
Coefficient of variation (CV)	0.1639393605
Kurtosis	0.5309313002
Mean	297.3133333
Median Absolute Deviation (MAD)	32
Skewness	0.125627363
Sum	44597
Variance	2375.719955

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
256	4	2.7%
331	4	2.7%
305	4	2.7%
325	4	2.7%
307	4	2.7%
313	3	2.0%
294	3	2.0%
295	3	2.0%
296	3	2.0%
289	3	2.0%
Other values (94)	115	76.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
175	1	0.7%
186	1	0.7%
194	1	0.7%
202	1	0.7%
204	1	0.7%

Value	Count	Frequency (%)
460	1	0.7%
426	1	0.7%
425	1	0.7%
389	1	0.7%
380	2	1.3%

Sex_oldest_child
Categorical

UNIFORM

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

1	75
2	75

Value	Count	Frequency (%)
1	75	50.0%
2	75	50.0%

Length

Max length	1
Mean length	1
Min length	1

Value	Count	Frequency (%)
Decimal_Number	2	100.0%

Value	Count	Frequency (%)
Common	2	100.0%

Value	Count	Frequency (%)
ASCII	2	100.0%

Age_oldest_child
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	11
Unique (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.633333333333333
Minimum	7
Maximum	17
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	7
5-th percentile	8
Q1	10
median	13
Q3	16
95-th percentile	17
Maximum	17
Range	10
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.19062525
Coefficient of variation (CV)	0.2525560884
Kurtosis	-1.307855709
Mean	12.63333333
Median Absolute Deviation (MAD)	3
Skewness	-0.1380256726
Sum	1895
Variance	10.18008949

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
16	21	14.0%
17	21	14.0%
8	16	10.7%
11	15	10.0%
14	14	9.3%
9	13	8.7%
13	13	8.7%
10	11	7.3%
12	11	7.3%
15	10	6.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	5	3.3%
8	16	10.7%
9	13	8.7%
10	11	7.3%
11	15	10.0%

Value	Count	Frequency (%)
17	21	14.0%
16	21	14.0%
15	10	6.7%
14	14	9.3%
13	13	8.7%

Height_oldest_child
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	27
Unique (%)	18.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	60.093333333333334
Minimum	46
Maximum	75
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	46
5-th percentile	49
Q1	54
median	60.5
Q3	66
95-th percentile	70
Maximum	75
Range	29
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	6.927570312
Coefficient of variation (CV)	0.1152801805
Kurtosis	-1.006874895
Mean	60.09333333
Median Absolute Deviation (MAD)	5.5
Skewness	-0.1291893659
Sum	9014
Variance	47.99123043

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
66	12	8.0%
63	10	6.7%
59	10	6.7%
61	9	6.0%
60	8	5.3%
54	8	5.3%
56	7	4.7%
67	7	4.7%
69	7	4.7%
55	6	4.0%
Other values (17)	66	44.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2	1.3%
48	3	2.0%
49	6	4.0%
50	6	4.0%
51	5	3.3%

Value	Count	Frequency (%)
75	1	0.7%
72	3	2.0%
71	3	2.0%
70	5	3.3%
69	7	4.7%

Weight_oldest_child
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	89
Unique (%)	59.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	102.62
Minimum	45
Maximum	207
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	45
5-th percentile	52.45
Q1	69
median	101.5
Q3	125
95-th percentile	171.55
Maximum	207
Range	162
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	38.08709024
Coefficient of variation (CV)	0.3711468548
Kurtosis	-0.4244497572
Mean	102.62
Median Absolute Deviation (MAD)	29.5
Skewness	0.5283933259
Sum	15393
Variance	1450.626443

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
104	6	4.0%
117	6	4.0%
115	5	3.3%
66	4	2.7%
64	4	2.7%
122	4	2.7%
55	4	2.7%
111	3	2.0%
83	3	2.0%
61	3	2.0%
Other values (79)	108	72.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
45	1	0.7%
47	1	0.7%
49	1	0.7%
50	3	2.0%
52	2	1.3%

Value	Count	Frequency (%)
207	1	0.7%
206	1	0.7%
186	1	0.7%
185	1	0.7%
180	1	0.7%

FVC_oldest_child
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	128
Unique (%)	85.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	304.25333333333333
Minimum	107
Maximum	689
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	107
5-th percentile	148
Q1	201
median	291
Q3	376
95-th percentile	524.3
Maximum	689
Range	582
Interquartile range (IQR)	175

Descriptive statistics

Standard deviation	126.3934513
Coefficient of variation (CV)	0.415421747
Kurtosis	0.0001219447841
Mean	304.2533333
Median Absolute Deviation (MAD)	89.5
Skewness	0.6840419162
Sum	45638
Variance	15975.30452

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
321	3	2.0%
296	2	1.3%
353	2	1.3%
240	2	1.3%
361	2	1.3%
376	2	1.3%
128	2	1.3%
148	2	1.3%
150	2	1.3%
392	2	1.3%
Other values (118)	129	86.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
107	1	0.7%
114	1	0.7%
118	1	0.7%
119	1	0.7%
128	2	1.3%

Value	Count	Frequency (%)
689	1	0.7%
680	1	0.7%
604	1	0.7%
581	1	0.7%
567	1	0.7%

FEV1_oldest_child
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	131
Unique (%)	87.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	261.98
Minimum	98
Maximum	545
Zeros	0
Zeros (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	98
5-th percentile	123.15
Q1	175.5
median	248.5
Q3	323
95-th percentile	453
Maximum	545
Range	447
Interquartile range (IQR)	147.5

Descriptive statistics

Standard deviation	106.1139991
Coefficient of variation (CV)	0.4050461833
Kurtosis	-0.3612562708
Mean	261.98
Median Absolute Deviation (MAD)	74.5
Skewness	0.6009503645
Sum	39297
Variance	11260.18081

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
155	4	2.7%
142	3	2.0%
136	2	1.3%
233	2	1.3%
453	2	1.3%
203	2	1.3%
311	2	1.3%
220	2	1.3%
279	2	1.3%
277	2	1.3%
Other values (121)	127	84.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
98	1	0.7%
108	1	0.7%
110	1	0.7%
111	1	0.7%
114	1	0.7%

Value	Count	Frequency (%)
545	1	0.7%
544	1	0.7%
521	1	0.7%
499	1	0.7%
474	1	0.7%

Sex_middle_child
Categorical

Distinct count	3
Unique (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	76
2	43
1	31

Value	Count	Frequency (%)
.	76	50.7%
2	43	28.7%
1	31	20.7%

Length

Max length	1
Mean length	1
Min length	1

Value	Count	Frequency (%)
Decimal_Number	2	66.7%
Other_Punctuation	1	33.3%

Value	Count	Frequency (%)
Common	3	100.0%

Value	Count	Frequency (%)
ASCII	3	100.0%

Age_middle_child
Categorical

Distinct count	12
Unique (%)	8.0%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	76
13	14
8	12
12	10
10	8
Other values (7)	30

Value	Count	Frequency (%)
.	76	50.7%
13	14	9.3%
8	12	8.0%
12	10	6.7%
10	8	5.3%
11	7	4.7%
9	6	4.0%
15	5	3.3%
7	5	3.3%
14	3	2.0%
Other values (2)	4	2.7%

Length

Max length	2
Mean length	1.34
Min length	1

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Other_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

Height_middle_child
Categorical

Distinct count	23
Unique (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	76
54	9
57	7
50	6
49	5
Other values (18)	47

Value	Count	Frequency (%)
.	76	50.7%
54	9	6.0%
57	7	4.7%
50	6	4.0%
49	5	3.3%
62	5	3.3%
61	5	3.3%
64	4	2.7%
65	4	2.7%
60	4	2.7%
Other values (13)	25	16.7%

Length

Max length	2
Mean length	1.493333333
Min length	1

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Other_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

Weight_middle_child
Categorical

Distinct count	49
Unique (%)	32.7%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	76
85	5
55	5
68	3
61	3
Other values (44)	58

Value	Count	Frequency (%)
.	76	50.7%
85	5	3.3%
55	5	3.3%
68	3	2.0%
61	3	2.0%
72	3	2.0%
113	2	1.3%
51	2	1.3%
145	2	1.3%
58	2	1.3%
Other values (39)	47	31.3%

Length

Max length	3
Mean length	1.673333333
Min length	1

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Other_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

FVC_middle_child
Categorical

HIGH CARDINALITY

Distinct count	67
Unique (%)	44.7%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	76
189	2
266	2
257	2
264	2
Other values (62)	66

Value	Count	Frequency (%)
.	76	50.7%
189	2	1.3%
266	2	1.3%
257	2	1.3%
264	2	1.3%
202	2	1.3%
276	2	1.3%
296	2	1.3%
236	2	1.3%
208	1	0.7%
Other values (57)	57	38.0%

Length

Max length	3
Mean length	1.986666667
Min length	1

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Other_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

FEV1_middle_child
Categorical

HIGH CARDINALITY

Distinct count	67
Unique (%)	44.7%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	76
212	2
165	2
136	2
218	2
Other values (62)	66

Value	Count	Frequency (%)
.	76	50.7%
212	2	1.3%
165	2	1.3%
136	2	1.3%
218	2	1.3%
251	2	1.3%
293	2	1.3%
264	2	1.3%
169	2	1.3%
287	1	0.7%
Other values (57)	57	38.0%

Length

Max length	3
Mean length	1.98
Min length	1

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Other_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

Sex_youngest_child
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	126
1	15
2	9

Value	Count	Frequency (%)
.	126	84.0%
1	15	10.0%
2	9	6.0%

Length

Max length	1
Mean length	1
Min length	1

Value	Count	Frequency (%)
Decimal_Number	2	66.7%
Other_Punctuation	1	33.3%

Value	Count	Frequency (%)
Common	3	100.0%

Value	Count	Frequency (%)
ASCII	3	100.0%

Age_youngest_child
Categorical

HIGH CORRELATION

Distinct count	9
Unique (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	126
9	5
10	5
12	4
7	3
Other values (4)	7

Value	Count	Frequency (%)
.	126	84.0%
9	5	3.3%
10	5	3.3%
12	4	2.7%
7	3	2.0%
11	3	2.0%
14	2	1.3%
15	1	0.7%
13	1	0.7%

Length

Max length	2
Mean length	1.106666667
Min length	1

Value	Count	Frequency (%)
Decimal_Number	8	88.9%
Other_Punctuation	1	11.1%

Value	Count	Frequency (%)
Common	9	100.0%

Value	Count	Frequency (%)
ASCII	9	100.0%

Height_youngest_child
Categorical

HIGH CORRELATION

Distinct count	14
Unique (%)	9.3%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	126
56	4
50	3
54	3
58	2
Other values (9)	12

Value	Count	Frequency (%)
.	126	84.0%
56	4	2.7%
50	3	2.0%
54	3	2.0%
58	2	1.3%
60	2	1.3%
55	2	1.3%
67	2	1.3%
66	1	0.7%
46	1	0.7%
Other values (4)	4	2.7%

Length

Max length	2
Mean length	1.16
Min length	1

Value	Count	Frequency (%)
Decimal_Number	8	88.9%
Other_Punctuation	1	11.1%

Value	Count	Frequency (%)
Common	9	100.0%

Value	Count	Frequency (%)
ASCII	9	100.0%

Weight_youngest_child
Categorical

HIGH CORRELATION

Distinct count	23
Unique (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	126
65	2
70	2
51	1
68	1
Other values (18)	18

Value	Count	Frequency (%)
.	126	84.0%
65	2	1.3%
70	2	1.3%
51	1	0.7%
68	1	0.7%
91	1	0.7%
66	1	0.7%
124	1	0.7%
76	1	0.7%
87	1	0.7%
Other values (13)	13	8.7%

Length

Max length	3
Mean length	1.2
Min length	1

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Other_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

FVC_youngest_child
Categorical

HIGH CORRELATION

Distinct count	23
Unique (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	126
194	2
257	2
460	1
197	1
Other values (18)	18

Value	Count	Frequency (%)
.	126	84.0%
194	2	1.3%
257	2	1.3%
460	1	0.7%
197	1	0.7%
438	1	0.7%
192	1	0.7%
355	1	0.7%
220	1	0.7%
222	1	0.7%
Other values (13)	13	8.7%

Length

Max length	3
Mean length	1.32
Min length	1

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Other_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

FEV1_youngest_child
Categorical

HIGH CORRELATION

Distinct count	24
Unique (%)	16.0%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

.	126
191	2
216	1
273	1
209	1
Other values (19)	19

Value	Count	Frequency (%)
.	126	84.0%
191	2	1.3%
216	1	0.7%
273	1	0.7%
209	1	0.7%
372	1	0.7%
213	1	0.7%
393	1	0.7%
183	1	0.7%
142	1	0.7%
Other values (14)	14	9.3%

Length

Max length	3
Mean length	1.32
Min length	1

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Other_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

First rows

	ID	AREA_CODE	Gender_father	Age_father	Height_father_inch	Weight_father_lb	FVC_father	FEV1_father	Gender_mother	Age_mother	Height_mother_inch	Weight_mother_lb	FVC_mother	FEV1_mother	Sex_oldest_child	Age_oldest_child	Height_oldest_child	Weight_oldest_child	FVC_oldest_child	FEV1_oldest_child	Sex_middle_child	Age_middle_child	Height_middle_child	Weight_middle_child	FVC_middle_child	FEV1_middle_child	Sex_youngest_child	Age_youngest_child	Height_youngest_child	Weight_youngest_child	FVC_youngest_child	FEV1_youngest_child
0	1	1	1	53	61	161	391	323	2	43	62	136	370	331	2	12	59	115	296	279	.	.	.	.	.	.	.	.	.	.	.	.
1	2	1	1	40	72	198	441	395	2	38	66	160	411	347	1	10	56	66	323	239	.	.	.	.	.	.	.	.	.	.	.	.
2	3	1	1	26	69	210	445	347	2	27	59	114	309	265	1	8	50	59	114	111	.	.	.	.	.	.	.	.	.	.	.	.
3	4	1	1	34	68	187	433	374	2	36	58	123	265	206	2	11	57	106	256	185	1	9	49	56	159	130	.	.	.	.	.	.
4	5	1	1	46	61	121	354	290	2	39	62	128	245	233	1	16	61	88	260	247	2	12	60	85	268	234	2	10	50	53	154	143
5	6	1	1	44	72	153	610	491	2	36	66	125	349	306	1	15	67	100	389	355	1	13	57	87	276	237	2	10	55	72	195	169
6	7	1	1	35	64	145	345	339	2	27	68	206	492	425	2	11	54	70	218	163	.	.	.	.	.	.	.	.	.	.	.	.
7	8	1	1	45	69	166	484	419	2	45	63	115	342	271	1	15	67	153	460	388	2	9	54	81	193	187	.	.	.	.	.	.
8	9	1	1	45	68	180	489	429	2	41	68	144	357	313	2	14	65	144	289	272	1	12	62	108	257	235	.	.	.	.	.	.
9	10	1	1	30	66	166	550	449	2	26	67	156	364	345	2	9	49	52	192	142	.	.	.	.	.	.	.	.	.	.	.	.

Last rows

	ID	AREA_CODE	Gender_father	Age_father	Height_father_inch	Weight_father_lb	FVC_father	FEV1_father	Gender_mother	Age_mother	Height_mother_inch	Weight_mother_lb	FVC_mother	FEV1_mother	Sex_oldest_child	Age_oldest_child	Height_oldest_child	Weight_oldest_child	FVC_oldest_child	FEV1_oldest_child	Sex_middle_child	Age_middle_child	Height_middle_child	Weight_middle_child	FVC_middle_child	FEV1_middle_child	Sex_youngest_child	Age_youngest_child	Height_youngest_child	Weight_youngest_child	FVC_youngest_child	FEV1_youngest_child
140	141	4	1	28	68	198	534	451	2	27	64	220	406	348	1	10	55	91	259	202	.	.	.	.	.	.	.	.	.	.	.	.
141	142	4	1	44	67	149	401	347	2	39	64	143	306	253	2	9	51	60	118	114	.	.	.	.	.	.	.	.	.	.	.	.
142	143	4	1	36	70	191	440	359	2	33	67	142	378	332	2	8	52	67	160	139	.	.	.	.	.	.	.	.	.	.	.	.
143	144	4	1	44	71	220	462	376	2	36	64	267	301	296	1	17	69	136	452	407	.	.	.	.	.	.	.	.	.	.	.	.
144	145	4	1	40	73	214	537	448	2	35	61	130	307	263	1	14	63	117	346	279	2	8	52	68	182	145	.	.	.	.	.	.
145	146	4	1	53	69	162	441	340	2	50	65	147	279	245	2	17	66	127	360	347	.	.	.	.	.	.	.	.	.	.	.	.
146	147	4	1	37	72	195	473	418	2	37	64	145	404	346	1	11	55	66	223	169	.	.	.	.	.	.	.	.	.	.	.	.
147	148	4	1	39	67	181	549	450	2	33	63	132	360	313	1	11	56	96	232	211	1	8	49	55	181	165	.	.	.	.	.	.
148	149	4	1	36	66	129	495	374	2	29	60	110	380	325	1	7	46	49	161	136	.	.	.	.	.	.	.	.	.	.	.	.
149	150	4	1	48	64	170	351	292	2	44	63	150	358	289	2	15	61	115	353	285	.	.	.	.	.	.	.	.	.	.	.	.

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows

	ID	AREA_CODE	Gender_father	Age_father	Height_father_inch	Weight_father_lb	FVC_father	FEV1_father	Gender_mother	Age_mother	Height_mother_inch	Weight_mother_lb	FVC_mother	FEV1_mother	Sex_oldest_child	Age_oldest_child	Height_oldest_child	Weight_oldest_child	FVC_oldest_child	FEV1_oldest_child	Sex_middle_child	Age_middle_child	Height_middle_child	Weight_middle_child	FVC_middle_child	FEV1_middle_child	Sex_youngest_child	Age_youngest_child	Height_youngest_child	Weight_youngest_child	FVC_youngest_child	FEV1_youngest_child
0	1	1	1	53	61	161	391	323	2	43	62	136	370	331	2	12	59	115	296	279	.	.	.	.	.	.	.	.	.	.	.	.
1	2	1	1	40	72	198	441	395	2	38	66	160	411	347	1	10	56	66	323	239	.	.	.	.	.	.	.	.	.	.	.	.
2	3	1	1	26	69	210	445	347	2	27	59	114	309	265	1	8	50	59	114	111	.	.	.	.	.	.	.	.	.	.	.	.
3	4	1	1	34	68	187	433	374	2	36	58	123	265	206	2	11	57	106	256	185	1	9	49	56	159	130	.	.	.	.	.	.
4	5	1	1	46	61	121	354	290	2	39	62	128	245	233	1	16	61	88	260	247	2	12	60	85	268	234	2	10	50	53	154	143
5	6	1	1	44	72	153	610	491	2	36	66	125	349	306	1	15	67	100	389	355	1	13	57	87	276	237	2	10	55	72	195	169
6	7	1	1	35	64	145	345	339	2	27	68	206	492	425	2	11	54	70	218	163	.	.	.	.	.	.	.	.	.	.	.	.
7	8	1	1	45	69	166	484	419	2	45	63	115	342	271	1	15	67	153	460	388	2	9	54	81	193	187	.	.	.	.	.	.
8	9	1	1	45	68	180	489	429	2	41	68	144	357	313	2	14	65	144	289	272	1	12	62	108	257	235	.	.	.	.	.	.
9	10	1	1	30	66	166	550	449	2	26	67	156	364	345	2	9	49	52	192	142	.	.	.	.	.	.	.	.	.	.	.	.

	ID	AREA_CODE	Gender_father	Age_father	Height_father_inch	Weight_father_lb	FVC_father	FEV1_father	Gender_mother	Age_mother	Height_mother_inch	Weight_mother_lb	FVC_mother	FEV1_mother	Sex_oldest_child	Age_oldest_child	Height_oldest_child	Weight_oldest_child	FVC_oldest_child	FEV1_oldest_child	Sex_middle_child	Age_middle_child	Height_middle_child	Weight_middle_child	FVC_middle_child	FEV1_middle_child	Sex_youngest_child	Age_youngest_child	Height_youngest_child	Weight_youngest_child	FVC_youngest_child	FEV1_youngest_child
140	141	4	1	28	68	198	534	451	2	27	64	220	406	348	1	10	55	91	259	202	.	.	.	.	.	.	.	.	.	.	.	.
141	142	4	1	44	67	149	401	347	2	39	64	143	306	253	2	9	51	60	118	114	.	.	.	.	.	.	.	.	.	.	.	.
142	143	4	1	36	70	191	440	359	2	33	67	142	378	332	2	8	52	67	160	139	.	.	.	.	.	.	.	.	.	.	.	.
143	144	4	1	44	71	220	462	376	2	36	64	267	301	296	1	17	69	136	452	407	.	.	.	.	.	.	.	.	.	.	.	.
144	145	4	1	40	73	214	537	448	2	35	61	130	307	263	1	14	63	117	346	279	2	8	52	68	182	145	.	.	.	.	.	.
145	146	4	1	53	69	162	441	340	2	50	65	147	279	245	2	17	66	127	360	347	.	.	.	.	.	.	.	.	.	.	.	.
146	147	4	1	37	72	195	473	418	2	37	64	145	404	346	1	11	55	66	223	169	.	.	.	.	.	.	.	.	.	.	.	.
147	148	4	1	39	67	181	549	450	2	33	63	132	360	313	1	11	56	96	232	211	1	8	49	55	181	165	.	.	.	.	.	.
148	149	4	1	36	66	129	495	374	2	29	60	110	380	325	1	7	46	49	161	136	.	.	.	.	.	.	.	.	.	.	.	.
149	150	4	1	48	64	170	351	292	2	44	63	150	358	289	2	15	61	115	353	285	.	.	.	.	.	.	.	.	.	.	.	.

	ID	AREA_CODE	Gender_father	Age_father	Height_father_inch	Weight_father_lb	FVC_father	FEV1_father	Gender_mother	Age_mother	Height_mother_inch	Weight_mother_lb	FVC_mother	FEV1_mother	Sex_oldest_child	Age_oldest_child	Height_oldest_child	Weight_oldest_child	FVC_oldest_child	FEV1_oldest_child	Sex_middle_child	Age_middle_child	Height_middle_child	Weight_middle_child	FVC_middle_child	FEV1_middle_child	Sex_youngest_child	Age_youngest_child	Height_youngest_child	Weight_youngest_child	FVC_youngest_child	FEV1_youngest_child
0	1	1	1	53	61	161	391	323	2	43	62	136	370	331	2	12	59	115	296	279	.	.	.	.	.	.	.	.	.	.	.	.
1	2	1	1	40	72	198	441	395	2	38	66	160	411	347	1	10	56	66	323	239	.	.	.	.	.	.	.	.	.	.	.	.
2	3	1	1	26	69	210	445	347	2	27	59	114	309	265	1	8	50	59	114	111	.	.	.	.	.	.	.	.	.	.	.	.
3	4	1	1	34	68	187	433	374	2	36	58	123	265	206	2	11	57	106	256	185	1	9	49	56	159	130	.	.	.	.	.	.
4	5	1	1	46	61	121	354	290	2	39	62	128	245	233	1	16	61	88	260	247	2	12	60	85	268	234	2	10	50	53	154	143
5	6	1	1	44	72	153	610	491	2	36	66	125	349	306	1	15	67	100	389	355	1	13	57	87	276	237	2	10	55	72	195	169
6	7	1	1	35	64	145	345	339	2	27	68	206	492	425	2	11	54	70	218	163	.	.	.	.	.	.	.	.	.	.	.	.
7	8	1	1	45	69	166	484	419	2	45	63	115	342	271	1	15	67	153	460	388	2	9	54	81	193	187	.	.	.	.	.	.
8	9	1	1	45	68	180	489	429	2	41	68	144	357	313	2	14	65	144	289	272	1	12	62	108	257	235	.	.	.	.	.	.
9	10	1	1	30	66	166	550	449	2	26	67	156	364	345	2	9	49	52	192	142	.	.	.	.	.	.	.	.	.	.	.	.

	ID	AREA_CODE	Gender_father	Age_father	Height_father_inch	Weight_father_lb	FVC_father	FEV1_father	Gender_mother	Age_mother	Height_mother_inch	Weight_mother_lb	FVC_mother	FEV1_mother	Sex_oldest_child	Age_oldest_child	Height_oldest_child	Weight_oldest_child	FVC_oldest_child	FEV1_oldest_child	Sex_middle_child	Age_middle_child	Height_middle_child	Weight_middle_child	FVC_middle_child	FEV1_middle_child	Sex_youngest_child	Age_youngest_child	Height_youngest_child	Weight_youngest_child	FVC_youngest_child	FEV1_youngest_child
140	141	4	1	28	68	198	534	451	2	27	64	220	406	348	1	10	55	91	259	202	.	.	.	.	.	.	.	.	.	.	.	.
141	142	4	1	44	67	149	401	347	2	39	64	143	306	253	2	9	51	60	118	114	.	.	.	.	.	.	.	.	.	.	.	.
142	143	4	1	36	70	191	440	359	2	33	67	142	378	332	2	8	52	67	160	139	.	.	.	.	.	.	.	.	.	.	.	.
143	144	4	1	44	71	220	462	376	2	36	64	267	301	296	1	17	69	136	452	407	.	.	.	.	.	.	.	.	.	.	.	.
144	145	4	1	40	73	214	537	448	2	35	61	130	307	263	1	14	63	117	346	279	2	8	52	68	182	145	.	.	.	.	.	.
145	146	4	1	53	69	162	441	340	2	50	65	147	279	245	2	17	66	127	360	347	.	.	.	.	.	.	.	.	.	.	.	.
146	147	4	1	37	72	195	473	418	2	37	64	145	404	346	1	11	55	66	223	169	.	.	.	.	.	.	.	.	.	.	.	.
147	148	4	1	39	67	181	549	450	2	33	63	132	360	313	1	11	56	96	232	211	1	8	49	55	181	165	.	.	.	.	.	.
148	149	4	1	36	66	129	495	374	2	29	60	110	380	325	1	7	46	49	161	136	.	.	.	.	.	.	.	.	.	.	.	.
149	150	4	1	48	64	170	351	292	2	44	63	150	358	289	2	15	61	115	353	285	.	.	.	.	.	.	.	.	.	.	.	.

	ID	AREA_CODE	Gender_father	Age_father	Height_father_inch	Weight_father_lb	FVC_father	FEV1_father	Gender_mother	Age_mother	Height_mother_inch	Weight_mother_lb	FVC_mother	FEV1_mother	Sex_oldest_child	Age_oldest_child	Height_oldest_child	Weight_oldest_child	FVC_oldest_child	FEV1_oldest_child	Sex_middle_child	Age_middle_child	Height_middle_child	Weight_middle_child	FVC_middle_child	FEV1_middle_child	Sex_youngest_child	Age_youngest_child	Height_youngest_child	Weight_youngest_child	FVC_youngest_child	FEV1_youngest_child
0	1	1	1	53	61	161	391	323	2	43	62	136	370	331	2	12	59	115	296	279	.	.	.	.	.	.	.	.	.	.	.	.
1	2	1	1	40	72	198	441	395	2	38	66	160	411	347	1	10	56	66	323	239	.	.	.	.	.	.	.	.	.	.	.	.
2	3	1	1	26	69	210	445	347	2	27	59	114	309	265	1	8	50	59	114	111	.	.	.	.	.	.	.	.	.	.	.	.
3	4	1	1	34	68	187	433	374	2	36	58	123	265	206	2	11	57	106	256	185	1	9	49	56	159	130	.	.	.	.	.	.
4	5	1	1	46	61	121	354	290	2	39	62	128	245	233	1	16	61	88	260	247	2	12	60	85	268	234	2	10	50	53	154	143
5	6	1	1	44	72	153	610	491	2	36	66	125	349	306	1	15	67	100	389	355	1	13	57	87	276	237	2	10	55	72	195	169
6	7	1	1	35	64	145	345	339	2	27	68	206	492	425	2	11	54	70	218	163	.	.	.	.	.	.	.	.	.	.	.	.
7	8	1	1	45	69	166	484	419	2	45	63	115	342	271	1	15	67	153	460	388	2	9	54	81	193	187	.	.	.	.	.	.
8	9	1	1	45	68	180	489	429	2	41	68	144	357	313	2	14	65	144	289	272	1	12	62	108	257	235	.	.	.	.	.	.
9	10	1	1	30	66	166	550	449	2	26	67	156	364	345	2	9	49	52	192	142	.	.	.	.	.	.	.	.	.	.	.	.

	ID	AREA_CODE	Gender_father	Age_father	Height_father_inch	Weight_father_lb	FVC_father	FEV1_father	Gender_mother	Age_mother	Height_mother_inch	Weight_mother_lb	FVC_mother	FEV1_mother	Sex_oldest_child	Age_oldest_child	Height_oldest_child	Weight_oldest_child	FVC_oldest_child	FEV1_oldest_child	Sex_middle_child	Age_middle_child	Height_middle_child	Weight_middle_child	FVC_middle_child	FEV1_middle_child	Sex_youngest_child	Age_youngest_child	Height_youngest_child	Weight_youngest_child	FVC_youngest_child	FEV1_youngest_child
140	141	4	1	28	68	198	534	451	2	27	64	220	406	348	1	10	55	91	259	202	.	.	.	.	.	.	.	.	.	.	.	.
141	142	4	1	44	67	149	401	347	2	39	64	143	306	253	2	9	51	60	118	114	.	.	.	.	.	.	.	.	.	.	.	.
142	143	4	1	36	70	191	440	359	2	33	67	142	378	332	2	8	52	67	160	139	.	.	.	.	.	.	.	.	.	.	.	.
143	144	4	1	44	71	220	462	376	2	36	64	267	301	296	1	17	69	136	452	407	.	.	.	.	.	.	.	.	.	.	.	.
144	145	4	1	40	73	214	537	448	2	35	61	130	307	263	1	14	63	117	346	279	2	8	52	68	182	145	.	.	.	.	.	.
145	146	4	1	53	69	162	441	340	2	50	65	147	279	245	2	17	66	127	360	347	.	.	.	.	.	.	.	.	.	.	.	.
146	147	4	1	37	72	195	473	418	2	37	64	145	404	346	1	11	55	66	223	169	.	.	.	.	.	.	.	.	.	.	.	.
147	148	4	1	39	67	181	549	450	2	33	63	132	360	313	1	11	56	96	232	211	1	8	49	55	181	165	.	.	.	.	.	.
148	149	4	1	36	66	129	495	374	2	29	60	110	380	325	1	7	46	49	161	136	.	.	.	.	.	.	.	.	.	.	.	.
149	150	4	1	48	64	170	351	292	2	44	63	150	358	289	2	15	61	115	353	285	.	.	.	.	.	.	.	.	.	.	.	.